Salesforce beefing up field service offering with AI

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Salesforce has been adding artificial intelligence to all parts of its platform for several years now. It calls the underlying artificial intelligence layer on the Salesforce platform Einstein. Today the company announced some enhancements to its field service offerings that take advantage of this capability.

Eric Jacobson, VP of product management at Salesforce says that when COVID hit, it pretty much stopped field service in its tracks during April, but like many other parts of business, it began to pick up again later in the quarter, and people still needed to have their appliances maintained.

“Even though we’re sheltering in place, the physical world still has physical needs. Hospitals still have to maintain their equipment. Employees still need to have equipment replaced or repaired while working at home and people still need their washing machine [or other appliances] repaired,” Jacobson said.

Today’s announcements are designed in some ways for a COVID world where efficiency is more critical than ever. That means the field service tech needs to be prepared ahead of time on all of the details of the nature of the repair. He or she has to have the right parts and customers need to know when their technician will be there.

While it’s possible to do much of that in a manual fashion, adding a dose of AI helps streamline and scale that process. For starters, the company announced Dynamic Priority. Certainly humans are capable of prioritizing a list of repairs, but by letting the machine set priority based on factors like service agreement type or how critical the repair is, it can organize calls much faster, leaving dispatchers to handle other tasks.

Even before the day starts, technicians receive their schedule and, using machine learning, can determine what parts they are most likely to need in the truck for the day’s repairs. Based on the nature of the repair and the particular make and model of machine, the Einstein Recommendation Builder can help predict the parts that will be needed to minimize the number of required trips, something that is important at all times, but especially during a pandemic.

“It’s always been an inconvenience and annoyance to have somebody come back for a follow-up appointment. But now it’s not just an annoyance, it’s actually a safety consideration for you and for the technician because it’s increased exposure,” Jacobson explained.

Salesforce also wants to give the customer the same capability they are used to getting in a rideshare app, where you can track the progress of the driver to your destination. Appointment Assistant, a new app, gives customers this ability, so they know when to expect the repair person to arrive.

Finally, Salesforce has teamed with ServiceMax to offer a new capability to get the big picture view of an asset with the goal of ensuring uptime, particularly important in settings like hospitals or manufacturing. “We’ve partnered with a long-time Salesforce partner ServiceMax to create a brand new offering that takes industry best practice and builds it right in. Asset 360 builds on top of Salesforce field service and delivers those specific capabilities around asset performance insight, viewing and managing up time and managing warranty processes to really ensure availability,” he said.

As with all Salesforce announcements, the availability of these capabilities will vary as each is in various forms of development. “Dynamic Priority will be generally available in October 2020. Einstein Recommendation Builder will be in beta in October 2020. Asset 360 will be generally available in November 2020. Appointment Assistant will be in closed pilot in US in October 2020,” according to information provided by the company.

How Salesforce beat its own target to reach $20B run rate ahead of schedule

12 Paris-based VCs look at the state of their city

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Four years after the Great Recession, France’s newly elected socialist president François Hollande raised taxes and increased regulations on founder-led startups. The subsequent flight of entrepreneurs to places like London and Silicon Valley portrayed France as a tough place to launch a company. By 2016, France’s national statistics bureau estimated that about three million native-born citizens had moved abroad.

Those who remained fought back: The Family was an early accelerator that encouraged French entrepreneurs to adopt Silicon Valley’s startup methodology, and the 2012 creation of Bpifrance, a public investment bank, put money into the startup ecosystem system via investors. Organizers founded La French Tech to beat the drum about native startups.

When President Emmanuel Macron took office in May 2017, he scrapped the wealth tax on everything except property assets and introduced a flat 30% tax rate on capital gains. Station F, a giant startup campus funded by billionaire entrepreneur Xavier Niel on the site of a former railway station, began attracting international talent. Tony Fadell, one of the fathers of the iPod and founder of Nest Labs, moved to Paris to set up investment firm Future Shape; VivaTech was created with government backing to become one of Europe’s largest startup conference and expos.

Now, in the COVID-19 era, the government has made €4 billion available to entrepreneurs to keep the lights on. According to a recent report from VC firm Atomico, there are 11 unicorns in France, including BlaBlaCar, OVHcloud, Deezer and Veepee. More appear to be coming; last year Macron said he wanted to see “25 French unicorns by 2025.”

According to Station F, by the end of August, there had been 24 funding rounds led by international VCs and a few big transactions. Enterprise artificial intelligence and machine-learning platform Dataiku raised a $100 million Series D round, and Paris-based gaming startup Voodoo raised an undisclosed amount from Tencent Holdings.

We asked 12 Paris-based investors to comment on the state of play in their city:

10 Berlin-based VCs discuss how COVID-19 has changed the landscape

Alison Imbert, Partech

What trends are you most excited about investing in, generally?

All the fintechs addressing SMBs to help them to focus more on their core business (including banks disintermediation by fintech, new infrastructures tech that are lowering the barrier to entry to nonfintech companies).

What’s your latest, most exciting investment?

77foods (plant-based bacon) — love that alternative proteins trend as well. Obviously, we need to transform our diet toward more sustainable food. It’s the next challenge for humanity.

What are you looking for in your next investment, in general?
Impact investment: Logistic companies tackling the life cycle of products to reduce their carbon footprint and green fintech that reinvent our spending and investment strategy around more sustainable products.

Which areas are either oversaturated or would be too hard to compete in at this point for a new startup? What other types of products/services are you wary or concerned about?
D2C products.

How much are you focused on investing in your local ecosystem versus other startup hubs (or everywhere) in general? More than 50%? Less?
100% investing in France as I’m managing Paris Saclay Seed Fund, a €53 million fund, investing in pre-seed and seed startups launched by graduates and researchers from the best engineering and business schools from this ecosystem.

Which industries in your city and region seem well-positioned to thrive, or not, long term? What are companies you are excited about (your portfolio or not), which founders?
Deep tech, biotech and medical devices. Paris, and France in general, has thousands of outstanding engineers that graduate each year. Researchers are more and more willing to found companies to have a true impact on our society. I do believe that the ecosystem is more and more structured to help them to build such companies.

How should investors in other cities think about the overall investment climate and opportunities in your city?
Paris is booming for sure. It’s still behind London and Berlin probably. But we are seeing more and more European VC offices opening in the city to get direct access to our ecosystem. Even in seed rounds, we start to have European VCs competing against us. It’s good — that means that our startups are moving to the next level.

Do you expect to see a surge in more founders coming from geographies outside major cities in the years to come, with startup hubs losing people due to the pandemic and lingering concerns, plus the attraction of remote work?
For sure startups will more and more push for remote organizations. It’s an amazing way to combine quality of life for employees and attracting talent. Yet I don’t think it will be the majority. Not all founders are willing/able to build a fully remote company. It’s an important cultural choice and it’s adapted to a certain type of business. I believe in more flexible organization (e.g., tech team working remotely or 1-2 days a week for any employee).

Which industry segments that you invest in look weaker or more exposed to potential shifts in consumer and business behavior because of COVID-19? What are the opportunities startups may be able to tap into during these unprecedented times?
Travel and hospitality sectors are of course hugely impacted. Yet there are opportunities for helping those incumbents to face current challenges (e.g., better customer care and services, stronger flexibility, cost reduction and process automation).

How has COVID-19 impacted your investment strategy? What are the biggest worries of the founders in your portfolio? What is your advice to startups in your portfolio right now?
Cash is king more than ever before. My only piece of advice will be to keep a good level of cash as we have a limited view on events coming ahead. It’s easy to say but much more difficult to put in practice (e.g., to what extend should I reduce my cash burn? Should I keep on investing in the product? What is the impact on the sales team?). Startups should focus only on what is mission-critical for their clients. Yet it doesn’t impact our seed investments as we invest pre-revenue and often pre-product.

What is a moment that has given you hope in the last month or so? This can be professional, personal or a mix of the two.
There is no reason to be hopeless. Crises have happened in the past. Humanity has faced other pandemics. Humans are resilient and resourceful enough to adapt to a new environment and new constraints.

Fresh off $200M Series D, Gong acquires early-stage startup Vayo

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Gong announced a $200 million Series D investment just last month, and loaded with fresh cash, the company wasted no time taking advantage. Today, it announced it was buying early-stage Isreali sales technology startup Vayo. The companies did not share terms of the deal, but Gong CEO Amit Bendov said the deal closed a couple of weeks ago.

The two companies match up quite well from a tech standpoint. While Gong searches unstructured data like emails and phone call transcripts and finds nuggets of data, Vayo looks at structured data, which is essentially the output of the Gong search process. What’s more, it handles large amounts of data at scale.

“Vayo helps find customer interactions at a large scale to identify trends like customers likely to churn or usage is going up, or your deals are starting to slow down — and they do this for structured data at scale,” Bendov told TechCrunch.

He said this ability to identify trends was really what attracted him to the company, even though it was still at an early stage of development. “It’s a perfect fit for Gong. We take unstructured data — emails, audio calls video calls — and extract insights. Customers, especially with a large organization, don’t want to see individual interactions but high order insights […] and they’ve developed [a solution] to identify trends on large data volumes for customer interactions,” he said.

Vayo was founded in 2018 and raised $1.7 million in seed capital, according to Crunchbase. Joining forces with Gong gives them an opportunity to develop the technology inside a company that’s growing quickly and is extremely well capitalized, having raised more than $300 million in the last 18 months.

Avshi Avital, CEO at Vayo, who has joined Gong with his four fellow employees, gave a familiar argument for selling the company. “With Gong we found the perfect partner to realize this mission faster and maximize the impact of the technology we built given the scale of their customer base and growth potential,” he said.

The plan is to fold the Vayo tech into the Gong platform, a process that will take three to six months, according to Bendov.

Gong raises another $200M on $2.2B valuation

InCountry raises $18M more to help SaaS companies store data locally

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We’re seeing a gradual expansion of national regulations that require data from SaaS applications to be stored locally in the country where it’s sourced and used. Today a startup that’s built a service around that need — specifically, data residency-as-a-service — is announcing some funding to continue building out its company amid strong demand.

InCountry, which provides a set of solutions — comprising software as well as some consultancy — that helps companies comply with local regulations when adopting SaaS products, has raised $18 million in funding.

This is technically an extension to its Series A, but in keeping with the growth of its business, it comes with a big bump to its valuation: the startup is now valued at “north” of $150 million. Founder and CEO Peter Yared said this is more than double the valuation of its previous round a little over a year ago. 

The money is coming from a mix of strategic and financial investors. It’s being led by Caffeinated Capital and Abu Dhabi’s Mubadala, with participation from new investor Accenture Ventures and previous investors Arbor Ventures, Felicis, Ridge Ventures, Bloomberg Beta and Team Builder Ventures. Accenture is one of InCountry’s key channel partners, reselling the software as part of bigger data management and integration contracts, Yared tells me.

The company has seen a decent bump in its business in the last year, expanding to 90 countries from 65, where it provides guidance and services to store and use data in compliance with legal requirements. Alongside that it has an increasingly long list of software packages that it covers with its products. The list currently includes Salesforce, ServiceNow, Twilio, Mambu and Segment, with customers including a large list of enterprises including stock exchanges, banks and pharmaceutical companies.

“This company was based off a crazy thesis,” Yared said with an almost incredulous laugh (he has a very jocular way of talking, even when he’s being serious). “Now it’s 20 months old, and our customers are banks, pharma giants, stock exchanges. We are proud that large institutions can trust us.”

A big bump in its business in recent times has been in Asia Pacific and the Middle East, which are two main regions when it comes to data residency regulations and therefore ripe ground for winning new customers — one reason why Mubadala is part of this round, Yared said.

“At Mubadala we are committed to backing visionary founders whose innovations fuel economies,” said Ibrahim Ajami, head of Ventures at Mubadala Capital. “Since day one, InCountry’s cloud solution has addressed a massive challenge in this era of regulation by giving businesses the tools to grow internationally while remaining compliant with data residency regulations. We’re doubling down on our investment and are supporting InCountry’s expansion into the MENA region because we believe they are the best team to help drive global business forward.”

Partly due to the growing ubiquity, flexibility and relatively cheap cost of cloud computing, software as a service  has been on a fast growth trajectory for years now. But even within that trend, it has had a huge boost in 2020 as a result of the global health pandemic.

COVID-19 has given the need for remote computing, and being able to access data wherever you happen to be — which in many cases today is no longer in your usual office space. On top of that, we have a lot more “wiggle room” in business, with organizations quickly scaling up and down with demand.

The knock-on effect has been a big boost for SaaS. But that growth has come with some caveats, and one of the biggest alongside security has been around data protection, and specifically national requirements in how data is stored and used. Arguably, SaaS companies have been more concerned with scaling their software and business funnels than they have been with how data is handled and how that has changed in keeping with local regulations, and that’s the opportunity that InCountry has stepped in to fill.

It provides not just a set of software to store and handle data in a secure way, but also an extensive list of legal advisors with expertise at the local level to help companies get their data policies in order. It’s an interesting model: While InCountry’s been an early mover in identifying this market opportunity and building technology to address it, it’s buffered its competitive position not with a sole focus on technology, but an extensive amount of human capital to get each implementation right.

That can prove to be a costly thing to get wrong. In the EU in July, the Court of Justice of the European Union (CJEU) put down the EU-US Privacy Shield — a framework that let businesses transfer personal data between the European Union and the United States while ensuring compliance with data protection regulations. This has impacted some 5,000 companies, which now have to rethink how they handle their data. The fine for not complying with storing data locally means that they can be fined up to 4% of their revenues.

Yared tells me that for now, the main competitor to something like InCountry has been companies building their own policies in house. Some of those solutions would have been done completely in house and some in partnership with integrators, but all of them were hard to scale and were painful to maintain, one reason why companies and their business partners are turning to working with his startup.

“Accenture Ventures is pleased to support InCountry as it continues to expand globally,” said Tom Lounibos, managing director, Accenture Ventures, in a statement. “InCountry’s software solutions are helping companies address the critical issue of becoming and remaining compliant with a multitude of data residency laws. This expansion will help support enterprises as they unlock their business across borders.”

Google Cloud lets businesses create their own text-to-speech voices

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Google launched a few updates to its Contact Center AI product today, but the most interesting one is probably the beta of its new Custom Voice service, which will let brands create their own text-to-speech voices to best represent their own brands.

Maybe your company has a well-known spokesperson for example, but it would be pretty arduous to have them record every sentence in an automated response system or bring them back to the studio whenever you launch a new product or procedure. With Custom Voice, businesses can bring in their voice talent to the studio and have them record a script provided by Google. The company will then take those recordings and train its speech models based on them.

As of now, this seems to be a somewhat manual task on Google’s side. Training and evaluating the model will take “several weeks,” the company says and Google itself will conduct its own tests of the trained model before sending it back to the business that commissioned the model. After that, the business must follow Google’s own testing process to evaluate the results and sign off on it.

For now, these custom voices are still in beta and only American English is supported so far.

It’s also worth noting that Google’s review process is meant to ensure that the result is aligned with its internal AI Principles, which it released back in 2018.

Like with similar projects, I would expect that this lengthy process of creating custom voices for these contact center solutions will become mainstream quickly. While it will just be a gimmick for some brands (remember those custom voices for stand-alone GPS systems back in the day?), it will allow the more forward-thinking brands to distinguish their own contact center experiences from those of the competition. Nobody likes calling customer support, but a more thoughtful experience that doesn’t make you think you’re talking to a random phone tree may just help alleviate some of the stress at least.